Build Complex AI Workflows Without Writing Code
Design, test, and deploy multi-step agentic AI workflows through an intuitive visual builder. Branching logic, API connectors, and token-based pricing — built for Indonesian enterprises processing documents at scale.
The Challenge
Manual Document Processing Is Expensive and Fragile
Enterprises across insurance, banking, and healthcare process thousands of documents daily using manual workflows that scale poorly and introduce errors.
Document Volumes Outpace Headcount
Claims forms, invoices, purchase orders, and medical records arrive faster than operations teams can process them. Hiring more staff adds cost without solving the throughput bottleneck.
Workflow Logic Sits in People's Heads
Routing rules, approval conditions, and exception handling live as tribal knowledge. When team members leave, the process breaks. Documenting these rules in code requires engineering resources that operations teams lack.
AI Requires Developers to Deploy
Building agentic workflows typically requires writing Python scripts, managing LLM API calls, and maintaining custom orchestration code. Operations managers who understand the business rules cannot build the solutions themselves.
Platform Capabilities
Workflow Automation Built for Operations Teams
Four core capabilities that move document processing from manual effort to automated, auditable workflows — without writing code.
Visual Workflow Builder
Drag-and-drop canvas for designing multi-step AI workflows. Operations managers define document intake, extraction, classification, and routing rules visually — without writing a single line of code. Each node represents a discrete processing step with configurable inputs and outputs.
Branching Agentic Workflows
Build conditional logic that mirrors real business decisions. Documents route through different processing paths based on classification results, confidence scores, or extracted field values. Each branch operates as an independent agent with its own instructions, guardrails, and escalation rules.
Token-based Pricing
Pay only for the AI processing you use. Every workflow execution charges based on actual token consumption — so simple classification tasks cost a fraction of complex multi-step extraction. No seat licenses, no infrastructure commitments, and complete cost visibility per workflow.
API Connectors
Pre-built connectors for ERP systems, CRM platforms, document management systems, email servers, and databases. Connect your workflows to existing business systems without custom integration work. Redpumpkin.AI configures and tests all connectors during setup.
How It Works
From Business Rules to Production Workflows
Redpumpkin.AI builds your workflows through a structured consulting engagement — from process mapping to live deployment.
Step 01
Process Discovery
Redpumpkin.AI maps your existing document workflows, identifies automation candidates, and designs the agent architecture with your operations team.
Step 02
Workflow Build
Your workflows are built in the visual builder — with branching logic, API connections, guardrails, and exception handling configured and tested against real documents.
Step 03
Go-live & Handoff
Production deployment with monitoring dashboards, team training on the visual builder, and documentation. Your team manages day-to-day workflow updates independently.
Use Cases
Document Workflows That Run Themselves
Production-grade automation for the document-heavy processes that slow down every department.
Insurance Claims Intake
Classify incoming claims documents, extract policyholder data, validate coverage, and route to the correct adjuster — with automatic flagging for fraud indicators and missing documentation.
Invoice & PO Matching
Extract line items from invoices, match against purchase orders and goods receipts, flag discrepancies, and route approved invoices for payment — reducing accounts payable cycle time from days to minutes.
Medical Records Processing
Extract patient data from referral letters, lab results, and clinical notes. Classify by urgency, populate EMR fields automatically, and flag records requiring physician review before entry.
KYC & Account Opening
Process identity documents, validate against regulatory databases, extract and verify customer information, and flag incomplete applications — accelerating onboarding while maintaining compliance audit trails.
Distribution Order Processing
Capture purchase orders from email, WhatsApp, and portal uploads. Extract product codes, quantities, and delivery addresses. Validate against inventory and push confirmed orders to the WMS.
Regulatory Filing & Compliance
Extract required data fields from source documents, populate regulatory templates, cross-check against filing requirements, and generate submission-ready reports with full traceability.
Who This Is For
Built for Document-Heavy Industries
Organizations that process high volumes of structured and unstructured documents — where manual handling creates bottlenecks, errors, and compliance risk.
Insurance
Banking
Healthcare
Distribution
B2B Services
How It Works
From Business Rules to Production Workflows
Redpumpkin.AI builds your workflows through a structured consulting engagement — from process mapping to live deployment.
Token-based Usage Model
Every workflow execution is metered by token consumption. Simple classification tasks use fewer tokens than complex multi-step extraction workflows — so your costs reflect the actual complexity of each document processed.
Full cost transparency
How It Works
From Business Rules to Production Workflows
Redpumpkin.AI builds your workflows through a structured consulting engagement — from process mapping to live deployment.
Redpumpkin.AI Consulting Service
Redpumpkin.AI's consulting team maps your document workflows, builds the agentic processing pipelines in the visual builder, configures API connectors to your existing systems, and trains your operations team to manage and modify workflows independently.
Full-service IDP engagement
Our Products
Explore the Full Product Suite
Ready to Automate Your Document Workflows?
See how Visual AI Agent Builder turns manual document processing into automated, auditable workflows. Book a technical walkthrough with our team.
